Overview
Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 1878 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 205.5 KiB |
| Average record size in memory | 112.1 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 2 |
| DateTime | 2 |
BulkCapacity is highly overall correlated with TotalCapacity | High correlation |
CCS is highly overall correlated with Session | High correlation |
ControlledSession is highly overall correlated with Preq_max | High correlation |
Energy is highly overall correlated with Pmax and 1 other fields | High correlation |
EnergyCapacity is highly overall correlated with Pmax | High correlation |
Pmax is highly overall correlated with Energy and 2 other fields | High correlation |
Preq_max is highly overall correlated with ControlledSession and 1 other fields | High correlation |
SOC_departure is highly overall correlated with Stay | High correlation |
Session is highly overall correlated with CCS | High correlation |
Stay is highly overall correlated with Energy and 1 other fields | High correlation |
TotalCapacity is highly overall correlated with BulkCapacity | High correlation |
Session is uniformly distributed | Uniform |
Session has unique values | Unique |
Reproduction
| Analysis started | 2025-12-05 17:50:53.445870 |
|---|---|
| Analysis finished | 2025-12-05 17:51:17.596655 |
| Duration | 24.15 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
Session
Real number (ℝ)
High correlation Uniform Unique
| Distinct | 1878 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 939.5 |
| Minimum | 1 |
|---|---|
| Maximum | 1878 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 94.85 |
| Q1 | 470.25 |
| median | 939.5 |
| Q3 | 1408.75 |
| 95-th percentile | 1784.15 |
| Maximum | 1878 |
| Range | 1877 |
| Interquartile range (IQR) | 938.5 |
Descriptive statistics
| Standard deviation | 542.27622 |
|---|---|
| Coefficient of variation (CV) | 0.57719662 |
| Kurtosis | -1.2 |
| Mean | 939.5 |
| Median Absolute Deviation (MAD) | 469.5 |
| Skewness | 0 |
| Sum | 1764381 |
| Variance | 294063.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 278 | 1 | 0.1% |
| 295 | 1 | 0.1% |
| 858 | 1 | 0.1% |
| 807 | 1 | 0.1% |
| 796 | 1 | 0.1% |
| 714 | 1 | 0.1% |
| 705 | 1 | 0.1% |
| 702 | 1 | 0.1% |
| 637 | 1 | 0.1% |
| 426 | 1 | 0.1% |
| Other values (1868) | 1868 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 1878 | 1 | |
| 1877 | 1 | |
| 1876 | 1 | |
| 1875 | 1 | |
| 1874 | 1 | |
| 1873 | 1 | |
| 1872 | 1 | |
| 1871 | 1 | |
| 1870 | 1 | |
| 1869 | 1 |
CCS
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.8 KiB |
| CCS1 | |
|---|---|
| CCS2 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CCS1 |
|---|---|
| 2nd row | CCS1 |
| 3rd row | CCS1 |
| 4th row | CCS1 |
| 5th row | CCS1 |
Common Values
| Value | Count | Frequency (%) |
| CCS1 | 1129 | |
| CCS2 | 749 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ccs1 | 1129 | |
| ccs2 | 749 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 3756 | |
| S | 1878 | |
| 1 | 1129 | 15.0% |
| 2 | 749 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7512 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| C | 3756 | |
| S | 1878 | |
| 1 | 1129 | 15.0% |
| 2 | 749 | 10.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7512 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| C | 3756 | |
| S | 1878 | |
| 1 | 1129 | 15.0% |
| 2 | 749 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7512 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| C | 3756 | |
| S | 1878 | |
| 1 | 1129 | 15.0% |
| 2 | 749 | 10.0% |
Arrival
Date
| Distinct | 1876 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.8 KiB |
| Minimum | 2022-04-12 19:27:00 |
|---|---|
| Maximum | 2023-07-04 23:03:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Departure
Date
| Distinct | 1873 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.8 KiB |
| Minimum | 2022-04-12 19:38:00 |
|---|---|
| Maximum | 2023-07-04 23:48:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Stay
Real number (ℝ)
High correlation
| Distinct | 95 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.915868 |
| Minimum | 5 |
|---|---|
| Maximum | 144 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.8 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 20 |
| median | 30 |
| Q3 | 42 |
| 95-th percentile | 62 |
| Maximum | 144 |
| Range | 139 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 17.580331 |
|---|---|
| Coefficient of variation (CV) | 0.53409896 |
| Kurtosis | 4.4369702 |
| Mean | 32.915868 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 1.426052 |
| Sum | 61816 |
| Variance | 309.06804 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 30 | 62 | 3.3% |
| 29 | 59 | 3.1% |
| 20 | 58 | 3.1% |
| 31 | 53 | 2.8% |
| 26 | 52 | 2.8% |
| 17 | 49 | 2.6% |
| 33 | 47 | 2.5% |
| 25 | 46 | 2.4% |
| 19 | 45 | 2.4% |
| 24 | 45 | 2.4% |
| Other values (85) | 1362 |
| Value | Count | Frequency (%) |
| 5 | 9 | 0.5% |
| 6 | 12 | 0.6% |
| 7 | 18 | |
| 8 | 20 | |
| 9 | 21 | |
| 10 | 27 | |
| 11 | 23 | |
| 12 | 32 | |
| 13 | 41 | |
| 14 | 25 |
| Value | Count | Frequency (%) |
| 144 | 1 | 0.1% |
| 141 | 1 | 0.1% |
| 137 | 1 | 0.1% |
| 134 | 2 | |
| 128 | 1 | 0.1% |
| 110 | 1 | 0.1% |
| 109 | 1 | 0.1% |
| 107 | 1 | 0.1% |
| 105 | 3 | |
| 99 | 1 | 0.1% |
Energy
Real number (ℝ)
High correlation
| Distinct | 1846 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32184.204 |
| Minimum | 1165 |
|---|---|
| Maximum | 268863 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.8 KiB |
Quantile statistics
| Minimum | 1165 |
|---|---|
| 5-th percentile | 7958.15 |
| Q1 | 17979.75 |
| median | 29367 |
| Q3 | 43285.25 |
| 95-th percentile | 60904.75 |
| Maximum | 268863 |
| Range | 267698 |
| Interquartile range (IQR) | 25305.5 |
Descriptive statistics
| Standard deviation | 19407.367 |
|---|---|
| Coefficient of variation (CV) | 0.60300908 |
| Kurtosis | 23.072834 |
| Mean | 32184.204 |
| Median Absolute Deviation (MAD) | 12437.5 |
| Skewness | 2.6548076 |
| Sum | 60441936 |
| Variance | 3.7664591 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 11877 | 2 | 0.1% |
| 19498 | 2 | 0.1% |
| 37248 | 2 | 0.1% |
| 35189 | 2 | 0.1% |
| 15914 | 2 | 0.1% |
| 24473 | 2 | 0.1% |
| 36018 | 2 | 0.1% |
| 26993 | 2 | 0.1% |
| 17645 | 2 | 0.1% |
| 37951 | 2 | 0.1% |
| Other values (1836) | 1858 |
| Value | Count | Frequency (%) |
| 1165 | 1 | |
| 1847 | 1 | |
| 1848 | 1 | |
| 2071 | 1 | |
| 2086 | 1 | |
| 2248 | 1 | |
| 2753 | 1 | |
| 2862 | 1 | |
| 2904 | 1 | |
| 3454 | 1 |
| Value | Count | Frequency (%) |
| 268863 | 1 | |
| 244474 | 1 | |
| 196761 | 1 | |
| 162135 | 1 | |
| 148790 | 1 | |
| 121026 | 1 | |
| 117690 | 1 | |
| 102603 | 1 | |
| 93355 | 1 | |
| 93215 | 1 |
Pmax
Real number (ℝ)
High correlation
| Distinct | 1834 |
|---|---|
| Distinct (%) | 97.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102494.72 |
| Minimum | 13986 |
|---|---|
| Maximum | 174846 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.8 KiB |
Quantile statistics
| Minimum | 13986 |
|---|---|
| 5-th percentile | 44118.75 |
| Q1 | 65060.25 |
| median | 97654.5 |
| Q3 | 145188 |
| 95-th percentile | 165378.3 |
| Maximum | 174846 |
| Range | 160860 |
| Interquartile range (IQR) | 80127.75 |
Descriptive statistics
| Standard deviation | 41905.369 |
|---|---|
| Coefficient of variation (CV) | 0.40885392 |
| Kurtosis | -1.259748 |
| Mean | 102494.72 |
| Median Absolute Deviation (MAD) | 36582 |
| Skewness | 0.10303282 |
| Sum | 1.9248509 × 108 |
| Variance | 1.7560599 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 55524 | 2 | 0.1% |
| 157824 | 2 | 0.1% |
| 64962 | 2 | 0.1% |
| 158088 | 2 | 0.1% |
| 49512 | 2 | 0.1% |
| 157833 | 2 | 0.1% |
| 38970 | 2 | 0.1% |
| 55095 | 2 | 0.1% |
| 60216 | 2 | 0.1% |
| 131730 | 2 | 0.1% |
| Other values (1824) | 1858 |
| Value | Count | Frequency (%) |
| 13986 | 1 | |
| 15489 | 1 | |
| 16758 | 1 | |
| 17286 | 1 | |
| 19524 | 1 | |
| 21243 | 1 | |
| 22287 | 1 | |
| 22434 | 1 | |
| 22470 | 1 | |
| 22527 | 1 |
| Value | Count | Frequency (%) |
| 174846 | 1 | |
| 174408 | 1 | |
| 174153 | 1 | |
| 173976 | 1 | |
| 173661 | 1 | |
| 173610 | 1 | |
| 173568 | 1 | |
| 173121 | 1 | |
| 173001 | 1 | |
| 172398 | 1 |
Preq_max
Real number (ℝ)
High correlation
| Distinct | 128 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 209408.23 |
| Minimum | 24000 |
|---|---|
| Maximum | 367872 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.8 KiB |
Quantile statistics
| Minimum | 24000 |
|---|---|
| 5-th percentile | 57328.05 |
| Q1 | 123081 |
| median | 191382 |
| Q3 | 352230 |
| 95-th percentile | 353265 |
| Maximum | 367872 |
| Range | 343872 |
| Interquartile range (IQR) | 229149 |
Descriptive statistics
| Standard deviation | 100409.65 |
|---|---|
| Coefficient of variation (CV) | 0.47949237 |
| Kurtosis | -1.1169775 |
| Mean | 209408.23 |
| Median Absolute Deviation (MAD) | 70125 |
| Skewness | 0.20320307 |
| Sum | 3.9326866 × 108 |
| Variance | 1.0082098 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 353265 | 367 | 19.5% |
| 352230 | 74 | 3.9% |
| 176505 | 72 | 3.8% |
| 160245 | 72 | 3.8% |
| 192417 | 66 | 3.5% |
| 159210 | 65 | 3.5% |
| 177540 | 55 | 2.9% |
| 110514 | 52 | 2.8% |
| 223872 | 46 | 2.4% |
| 179418 | 46 | 2.4% |
| Other values (118) | 963 |
| Value | Count | Frequency (%) |
| 24000 | 1 | 0.1% |
| 24300 | 1 | 0.1% |
| 29781 | 5 | |
| 30000 | 1 | 0.1% |
| 30300 | 6 | |
| 30600 | 7 | |
| 30816 | 3 | |
| 30900 | 1 | 0.1% |
| 31200 | 2 | 0.1% |
| 31500 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 367872 | 21 | 1.1% |
| 366837 | 11 | 0.6% |
| 353265 | 367 | |
| 352230 | 74 | 3.9% |
| 313479 | 1 | 0.1% |
| 312444 | 4 | 0.2% |
| 278007 | 2 | 0.1% |
| 276972 | 3 | 0.2% |
| 275928 | 20 | 1.1% |
| 274893 | 2 | 0.1% |
ControlledSession
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.8 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1416 | |
| 0 | 462 | 24.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1416 | |
| 0 | 462 | 24.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1416 | |
| 0 | 462 | 24.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1878 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1416 | |
| 0 | 462 | 24.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1878 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1416 | |
| 0 | 462 | 24.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1878 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1416 | |
| 0 | 462 | 24.6% |
TotalCapacity
Real number (ℝ)
High correlation
| Distinct | 55 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16161.736 |
| Minimum | 10000 |
|---|---|
| Maximum | 80640 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.8 KiB |
Quantile statistics
| Minimum | 10000 |
|---|---|
| 5-th percentile | 10000 |
| Q1 | 10000 |
| median | 10000 |
| Q3 | 10000 |
| 95-th percentile | 68179 |
| Maximum | 80640 |
| Range | 70640 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 17267.102 |
|---|---|
| Coefficient of variation (CV) | 1.0683941 |
| Kurtosis | 6.364998 |
| Mean | 16161.736 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.7554383 |
| Sum | 30351740 |
| Variance | 2.9815283 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10000 | 1639 | |
| 50000 | 79 | 4.2% |
| 42000 | 49 | 2.6% |
| 80440 | 17 | 0.9% |
| 79900 | 9 | 0.5% |
| 76800 | 5 | 0.3% |
| 77400 | 4 | 0.2% |
| 77600 | 4 | 0.2% |
| 78900 | 4 | 0.2% |
| 18700 | 4 | 0.2% |
| Other values (45) | 64 | 3.4% |
| Value | Count | Frequency (%) |
| 10000 | 1639 | |
| 18700 | 4 | 0.2% |
| 22800 | 4 | 0.2% |
| 28000 | 2 | 0.1% |
| 35500 | 2 | 0.1% |
| 42000 | 49 | 2.6% |
| 50000 | 79 | 4.2% |
| 55700 | 1 | 0.1% |
| 64200 | 1 | 0.1% |
| 66640 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 80640 | 2 | 0.1% |
| 80540 | 1 | 0.1% |
| 80500 | 2 | 0.1% |
| 80440 | 17 | |
| 80340 | 3 | 0.2% |
| 80300 | 2 | 0.1% |
| 80240 | 1 | 0.1% |
| 80140 | 1 | 0.1% |
| 79940 | 1 | 0.1% |
| 79900 | 9 |
BulkCapacity
Real number (ℝ)
High correlation
| Distinct | 62 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12891.472 |
| Minimum | 1000 |
|---|---|
| Maximum | 64512 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.8 KiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 8000 |
| Q1 | 8000 |
| median | 8000 |
| Q3 | 8000 |
| 95-th percentile | 51652.8 |
| Maximum | 64512 |
| Range | 63512 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 13713.327 |
|---|---|
| Coefficient of variation (CV) | 1.0637518 |
| Kurtosis | 6.4121968 |
| Mean | 12891.472 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.7587761 |
| Sum | 24210185 |
| Variance | 1.8805533 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8000 | 1619 | |
| 40000 | 79 | 4.2% |
| 33600 | 49 | 2.6% |
| 8299 | 17 | 0.9% |
| 64352 | 17 | 0.9% |
| 63920 | 9 | 0.5% |
| 61440 | 5 | 0.3% |
| 61920 | 4 | 0.2% |
| 14960 | 4 | 0.2% |
| 18240 | 4 | 0.2% |
| Other values (52) | 71 | 3.8% |
| Value | Count | Frequency (%) |
| 1000 | 1 | 0.1% |
| 4000 | 1 | 0.1% |
| 8000 | 1619 | |
| 8299 | 17 | 0.9% |
| 10000 | 1 | 0.1% |
| 14960 | 4 | 0.2% |
| 18240 | 4 | 0.2% |
| 23240 | 2 | 0.1% |
| 28400 | 2 | 0.1% |
| 33600 | 49 | 2.6% |
| Value | Count | Frequency (%) |
| 64512 | 2 | 0.1% |
| 64432 | 1 | 0.1% |
| 64400 | 2 | 0.1% |
| 64352 | 17 | |
| 64272 | 3 | 0.2% |
| 64239 | 2 | 0.1% |
| 64191 | 1 | 0.1% |
| 64112 | 1 | 0.1% |
| 63952 | 1 | 0.1% |
| 63920 | 9 |
SOC_arrival
Real number (ℝ)
| Distinct | 149 |
|---|---|
| Distinct (%) | 7.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.674322 |
| Minimum | 0 |
|---|---|
| Maximum | 98 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 19 |
| median | 31 |
| Q3 | 46 |
| 95-th percentile | 71 |
| Maximum | 98 |
| Range | 98 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 19.147568 |
|---|---|
| Coefficient of variation (CV) | 0.56861034 |
| Kurtosis | -0.0028001139 |
| Mean | 33.674322 |
| Median Absolute Deviation (MAD) | 13.01 |
| Skewness | 0.64835349 |
| Sum | 63240.377 |
| Variance | 366.62935 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 16 | 47 | 2.5% |
| 21 | 45 | 2.4% |
| 26 | 44 | 2.3% |
| 25 | 41 | 2.2% |
| 20 | 41 | 2.2% |
| 23 | 40 | 2.1% |
| 32 | 40 | 2.1% |
| 30 | 39 | 2.1% |
| 22 | 39 | 2.1% |
| 29 | 38 | 2.0% |
| Other values (139) | 1464 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.1% |
| 1 | 15 | |
| 2 | 10 | |
| 3 | 10 | |
| 4 | 8 | 0.4% |
| 5 | 16 | |
| 6 | 15 | |
| 7 | 20 | |
| 8 | 22 | |
| 8.99 | 23 |
| Value | Count | Frequency (%) |
| 98 | 1 | 0.1% |
| 97 | 2 | 0.1% |
| 95 | 1 | 0.1% |
| 93.99 | 1 | 0.1% |
| 93 | 1 | 0.1% |
| 92 | 2 | 0.1% |
| 91 | 1 | 0.1% |
| 88 | 1 | 0.1% |
| 87 | 4 | |
| 86 | 5 |
SOC_departure
Real number (ℝ)
High correlation
| Distinct | 121 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.140417 |
| Minimum | 12 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.8 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 41 |
| Q1 | 70 |
| median | 82.99 |
| Q3 | 93 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 88 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 18.404431 |
|---|---|
| Coefficient of variation (CV) | 0.23255414 |
| Kurtosis | 0.47746918 |
| Mean | 79.140417 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -1.0463226 |
| Sum | 148625.7 |
| Variance | 338.7231 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 192 | 10.2% |
| 80 | 146 | 7.8% |
| 90 | 124 | 6.6% |
| 89 | 85 | 4.5% |
| 99 | 77 | 4.1% |
| 95 | 44 | 2.3% |
| 98 | 41 | 2.2% |
| 84 | 41 | 2.2% |
| 93.99 | 40 | 2.1% |
| 79 | 38 | 2.0% |
| Other values (111) | 1050 |
| Value | Count | Frequency (%) |
| 12 | 1 | 0.1% |
| 16 | 1 | 0.1% |
| 17 | 1 | 0.1% |
| 17.99 | 2 | 0.1% |
| 19 | 1 | 0.1% |
| 21 | 1 | 0.1% |
| 22 | 2 | 0.1% |
| 23 | 5 | |
| 24 | 2 | 0.1% |
| 25 | 4 |
| Value | Count | Frequency (%) |
| 100 | 192 | |
| 99 | 77 | |
| 98 | 41 | 2.2% |
| 97 | 29 | 1.5% |
| 96 | 22 | 1.2% |
| 95.99950087 | 1 | 0.1% |
| 95 | 44 | 2.3% |
| 94 | 8 | 0.4% |
| 93.99 | 40 | 2.1% |
| 93 | 21 | 1.1% |
EnergyCapacity
Real number (ℝ)
High correlation
| Distinct | 1873 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69682.304 |
| Minimum | 9748.0556 |
|---|---|
| Maximum | 382028.38 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.8 KiB |
Quantile statistics
| Minimum | 9748.0556 |
|---|---|
| 5-th percentile | 29715.583 |
| Q1 | 57187.463 |
| median | 72839.347 |
| Q3 | 80505.223 |
| 95-th percentile | 92032.4 |
| Maximum | 382028.38 |
| Range | 372280.32 |
| Interquartile range (IQR) | 23317.761 |
Descriptive statistics
| Standard deviation | 30210.323 |
|---|---|
| Coefficient of variation (CV) | 0.43354369 |
| Kurtosis | 53.50267 |
| Mean | 69682.304 |
| Median Absolute Deviation (MAD) | 9270.433 |
| Skewness | 5.3439251 |
| Sum | 1.3086337 × 108 |
| Variance | 9.1266363 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 81690.30612 | 2 | 0.1% |
| 72310.83333 | 2 | 0.1% |
| 88773.18182 | 2 | 0.1% |
| 74957.87879 | 2 | 0.1% |
| 71978.33333 | 2 | 0.1% |
| 91504 | 1 | 0.1% |
| 72852.46926 | 1 | 0.1% |
| 76247.26027 | 1 | 0.1% |
| 54316.25 | 1 | 0.1% |
| 81334.90196 | 1 | 0.1% |
| Other values (1863) | 1863 |
| Value | Count | Frequency (%) |
| 9748.055556 | 1 | |
| 9979.214789 | 1 | |
| 10370 | 1 | |
| 10808.88889 | 1 | |
| 10863.37838 | 1 | |
| 10873 | 1 | |
| 10891.14943 | 1 | |
| 10909.67742 | 1 | |
| 10925.9596 | 1 | |
| 10934.59596 | 1 |
| Value | Count | Frequency (%) |
| 382028.3784 | 1 | |
| 375764.1875 | 1 | |
| 373845.9 | 1 | |
| 370886.129 | 1 | |
| 370227.3518 | 1 | |
| 368651.2698 | 1 | |
| 366733.9286 | 1 | |
| 364053.5714 | 1 | |
| 360662.9032 | 1 | |
| 355828.6957 | 1 |
Interactions
Correlations
| BulkCapacity | CCS | ControlledSession | Energy | EnergyCapacity | Pmax | Preq_max | SOC_arrival | SOC_departure | Session | Stay | TotalCapacity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BulkCapacity | 1.000 | 0.088 | 0.341 | -0.172 | -0.149 | -0.112 | -0.256 | 0.093 | 0.020 | -0.106 | -0.034 | 0.966 |
| CCS | 0.088 | 1.000 | 0.104 | 0.019 | 0.079 | 0.142 | 0.309 | 0.000 | 0.093 | 0.996 | 0.114 | 0.080 |
| ControlledSession | 0.341 | 0.104 | 1.000 | 0.236 | 0.462 | 0.408 | 0.747 | 0.115 | 0.096 | 0.104 | 0.074 | 0.347 |
| Energy | -0.172 | 0.019 | 0.236 | 1.000 | 0.364 | 0.633 | 0.316 | -0.402 | 0.307 | -0.029 | 0.664 | -0.145 |
| EnergyCapacity | -0.149 | 0.079 | 0.462 | 0.364 | 1.000 | 0.506 | 0.474 | 0.111 | -0.113 | -0.047 | -0.010 | -0.111 |
| Pmax | -0.112 | 0.142 | 0.408 | 0.633 | 0.506 | 1.000 | 0.522 | -0.376 | -0.146 | -0.126 | -0.024 | -0.098 |
| Preq_max | -0.256 | 0.309 | 0.747 | 0.316 | 0.474 | 0.522 | 1.000 | -0.034 | -0.132 | -0.255 | -0.050 | -0.224 |
| SOC_arrival | 0.093 | 0.000 | 0.115 | -0.402 | 0.111 | -0.376 | -0.034 | 1.000 | 0.316 | -0.008 | -0.092 | 0.076 |
| SOC_departure | 0.020 | 0.093 | 0.096 | 0.307 | -0.113 | -0.146 | -0.132 | 0.316 | 1.000 | -0.015 | 0.668 | 0.005 |
| Session | -0.106 | 0.996 | 0.104 | -0.029 | -0.047 | -0.126 | -0.255 | -0.008 | -0.015 | 1.000 | 0.055 | -0.105 |
| Stay | -0.034 | 0.114 | 0.074 | 0.664 | -0.010 | -0.024 | -0.050 | -0.092 | 0.668 | 0.055 | 1.000 | -0.015 |
| TotalCapacity | 0.966 | 0.080 | 0.347 | -0.145 | -0.111 | -0.098 | -0.224 | 0.076 | 0.005 | -0.105 | -0.015 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Session | CCS | Arrival | Departure | Stay | Energy | Pmax | Preq_max | ControlledSession | TotalCapacity | BulkCapacity | SOC_arrival | SOC_departure | EnergyCapacity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 278 | CCS1 | 2022-08-11 23:33:00 | 2022-08-11 23:37:00 | 5 | 9632.000 | 168393 | 192417 | 1 | 79140 | 63312 | 25.999495 | 35.999495 | 91504.000000 |
| 1 | 897 | CCS1 | 2023-04-22 09:46:00 | 2023-04-22 09:50:00 | 5 | 3993.000 | 87201 | 192417 | 1 | 75200 | 60160 | 45.000000 | 49.000000 | 94833.750000 |
| 2 | 958 | CCS1 | 2023-05-18 13:24:00 | 2023-05-18 13:28:00 | 5 | 4567.000 | 79593 | 252297 | 1 | 10000 | 8000 | 21.000000 | 27.000000 | 72310.833333 |
| 3 | 1046 | CCS1 | 2023-06-18 16:14:00 | 2023-06-18 16:18:00 | 5 | 5591.000 | 120198 | 232965 | 1 | 10000 | 8000 | 46.990000 | 55.000000 | 66310.237203 |
| 4 | 1095 | CCS1 | 2023-06-28 14:39:00 | 2023-06-28 14:43:00 | 5 | 6400.000 | 128517 | 353265 | 1 | 10000 | 8000 | 45.000000 | 54.000000 | 67555.555556 |
| 5 | 1342 | CCS2 | 2022-10-14 11:48:00 | 2022-10-14 11:52:00 | 5 | 1165.000 | 58407 | 109479 | 0 | 50000 | 40000 | 98.000000 | 100.000000 | 55337.500000 |
| 6 | 1352 | CCS2 | 2022-10-16 11:56:00 | 2022-10-16 12:00:00 | 5 | 4431.000 | 84300 | 352230 | 1 | 10000 | 8000 | 73.000000 | 78.000000 | 84189.000000 |
| 7 | 1450 | CCS2 | 2022-11-09 11:29:00 | 2022-11-09 11:33:00 | 5 | 4641.000 | 113955 | 117300 | 1 | 50000 | 40000 | 31.000000 | 38.000000 | 62985.000000 |
| 8 | 1655 | CCS2 | 2023-03-30 14:54:00 | 2023-03-30 14:58:00 | 5 | 7910.825 | 140616 | 141900 | 0 | 10000 | 8000 | 77.000000 | 79.000000 | 375764.187500 |
| 9 | 15 | CCS1 | 2022-04-16 11:19:00 | 2022-04-16 11:24:00 | 6 | 10830.000 | 146661 | 367872 | 1 | 10000 | 8000 | 37.000000 | 48.000000 | 93531.818182 |
| Session | CCS | Arrival | Departure | Stay | Energy | Pmax | Preq_max | ControlledSession | TotalCapacity | BulkCapacity | SOC_arrival | SOC_departure | EnergyCapacity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1868 | 848 | CCS1 | 2023-04-12 19:58:00 | 2023-04-12 21:42:00 | 105 | 48313.0 | 115215 | 192417 | 1 | 77600 | 62080 | 40.000000 | 100.00 | 76495.583333 |
| 1869 | 657 | CCS1 | 2023-03-01 16:42:00 | 2023-03-01 18:28:00 | 107 | 44563.0 | 40776 | 121257 | 1 | 10000 | 8000 | 27.000000 | 84.00 | 74271.666667 |
| 1870 | 783 | CCS1 | 2023-03-29 20:21:00 | 2023-03-29 22:09:00 | 109 | 54079.0 | 99282 | 192417 | 1 | 77600 | 62080 | 31.998711 | 100.00 | 75550.112377 |
| 1871 | 265 | CCS1 | 2022-08-03 18:33:00 | 2022-08-03 20:22:00 | 110 | 79352.0 | 154158 | 275928 | 1 | 10000 | 8000 | 16.000000 | 97.00 | 93067.160494 |
| 1872 | 368 | CCS1 | 2022-10-25 15:31:00 | 2022-10-25 17:38:00 | 128 | 244474.0 | 149946 | 223296 | 1 | 10000 | 8000 | 33.000000 | 96.00 | 368651.269841 |
| 1873 | 668 | CCS1 | 2023-03-03 16:45:00 | 2023-03-03 18:58:00 | 134 | 60079.0 | 101439 | 275928 | 1 | 10000 | 8000 | 20.000000 | 97.00 | 74123.441558 |
| 1874 | 778 | CCS1 | 2023-03-29 10:33:00 | 2023-03-29 12:46:00 | 134 | 30498.0 | 64902 | 123921 | 1 | 10000 | 8000 | 51.000000 | 98.00 | 61644.893617 |
| 1875 | 61 | CCS1 | 2022-04-28 14:32:00 | 2022-04-28 16:48:00 | 137 | 268863.0 | 150498 | 223296 | 1 | 10000 | 8000 | 25.000000 | 93.99 | 370227.351790 |
| 1876 | 743 | CCS1 | 2023-03-21 13:45:00 | 2023-03-21 16:05:00 | 141 | 46939.0 | 51609 | 56808 | 1 | 10000 | 8000 | 6.000000 | 100.00 | 47438.351064 |
| 1877 | 1750 | CCS2 | 2023-05-14 13:38:00 | 2023-05-14 16:01:00 | 144 | 50409.0 | 51552 | 55773 | 1 | 10000 | 8000 | 3.000000 | 100.00 | 49369.639175 |